Report

20195028

June 29, 2020 - July 5, 2020

Papers

Title 01:RF signal based drone identification and mode detection using deep convolution neural network
Target : Journal

Title 02: RFDOANet: DOA Estimation of RF signal for UAV Localization based on Residual CNN.
Target : IEEE Communications letter

Title 03: Residual Convolution Neural Network for Drone Detection and Identification using RF Signal.
Target : ICTC-2020

Title 04: Low Latency and Reliability Issue of IWSN.
Target : KICS Summer-2020

Title 05: Low Latency and Energy Efficient Trickle Algorithm for Low Power Lossy Network in Wireless Sensor Network.
Target : IEEE wireless Communications letter

40% Progress
Last Week's Progress

Title 01:
- Fix the problem of dataset for ten class classification.

Title 02:
- Received the review comments.

Title 03:
- Train the CNN model.
-Perform five simulation with five different network.
- Design the existing model and train the model.
- Write Introduction and the proposed model section.

Title 04:
- Complete the system model section.

This Week Todo's

Title 01:
- Reorganize the dataset to train the model .

Title 02:
- Rewrite the paper according to the review comments.

Title 03:
- Complete the section of proposed CNN model.
- Complete the result discussion section.

Title 04:
- Complete the system model section.

Project Progress

Anti-drone project

35% Progress
Last Week's Project

- Drone mode detection and Identification [Target]

- Study about the related work

- In the stage of data preprocessing.

-Have submitted one proposal about our own model to prof. Lee.

This Week's Project

- Drone mode detection and Identification [Target]

- Fix the problem of data preprocessing.

- Compile the system CNN model for verification.

Monthly Goals

-Learn MATLAB, Machine learning and Artificial Intelligence, Python.



- Complete one paper writing to submit in journal

Annual Goals

At-least two SCI journal paper.

-At-least two International Conference